Orange is a machine learning and data mining suite for data analysis through python scripting and visual programming. Here the authors report on the scripting part, which features interactive data analysis and component-based assembly of data mining procedures. In the selection and design of components, they focus on the flexibility of their reuse: their principal intention is to let the user write simple and clear scripts in python, which build upon C++ implementations of computationally intensive tasks.